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Data Quality Management: PDCA Improvement Framework (コース)

Completeness, Accuracy, Timeliness & Consistency | Roles, Business Rules, Techniques & Tools Step by Step

すべてのレベル • 38 講義 • 生涯アクセス
Dr. Amar Massoud

認定マスターインストラクター

Data Quality Management: PDCA Improvement Framework
トレーラー
インストラクターに会う: Dr. Amar Massoud

19 ms

5.0 / 5.0
グローバル評価
アメリカ英語
99言語の字幕
2時間 44分
総コンテンツ

何を学ぶか

Master steps to enhance data quality in real scenarios.
Develop skills to analyze and improve data processes.
Apply data governance principles using GreenScape Analytics case.
Implement practical strategies for ongoing data quality management.

コース内容

12 セクション • 38 講義 • 02:44:59 全長

The Act Phase

02:34

Step 10: Standardize Successful Data Quality Processes

05:17

Step 11: Adjust Plans Based on Analysis

04:09

Step 12: Commit to Continuous Data Quality Improvement

04:52

The Do Phase

02:11

Step 4: Implement the Data Quality Plan

05:37

Step 5: Execute Data Cleansing and Standardization

06:12

Step 6: Document the Process and any Issues

05:56

Data Quality Business Rules

06:54
週間学習計画
学習の旅を計画しよう
AIがあなたの可用時間に合わせたスケジュールを作成

要件

No prior data quality experience is required.

Basic understanding of business or data concepts is helpful.

Interest in data governance and continuous improvement.

A willingness to learn data quality best practices.

対象者

Professionals aiming to enhance their data quality skills.

IT governance enthusiasts seeking practical application insights.

Data analysts and database administrators looking for advancement.

Start-up employees needing to establish data governance frameworks.

このコースについて

This comprehensive course, "Improve your Data Quality Step by Step" is meticulously designed to guide learners through the intricacies of improving data quality within any organization. Anchored around the model company GreenScape Analytics, this course offers a hands-on approach to understanding and applying the principles of data quality and governance.

Learners will embark on a journey from grasping the foundational concepts of data quality to mastering advanced strategies for data analysis and process improvement. The course structure is built to ensure participants not only learn theoretical aspects but also apply these concepts in real-world scenarios, making the learning experience both engaging and practical.

Throughout this course, participants will learn to identify data quality issues, implement effective data governance strategies, and utilize tools and techniques for data quality improvement. By using GreenScape Analytics as a use case, learners will navigate through the challenges and solutions in enhancing data quality, providing them with valuable insights and skills that can be applied in various professional settings.

Designed for a wide range of learners, from beginners in data management to seasoned professionals looking to update their skills, this course promises to equip participants with the knowledge and tools necessary for successful data quality management. Join us to unlock your potential and elevate your data quality management skills to new heights.

キャリア機会と目指せる職種

実践的な実務スキルを身につけ、グローバルに活躍できる職種へのキャリアを拓きます

実践即戦力カリキュラム
目指せる主な職種・ポジション

AI Solutions Engineer

Data Science Consultant

Machine Learning Practitioner

AI Workflow & Automation Specialist

想定平均年収
$105,000 – $165,000 / yr
世界的な市場需要

Fastest Growing Worldwide (#1)

習得できる実践スキル
Model Fine-Tuning & Evaluation
Data Pipelines & Vector Analysis
Applied Generative AI Architecture
Predictive Analytics & Deployment
* グローバルなテクノロジー業界の採用基準および給与調査レポートに基づいた目安です。
講師の紹介
Dr. Amar Massoud
主な講師
PhD in computer science and IT manager with 36 years technical experience in various fields including IT Security, IT Governance, IT Service Management , Software Development, Project Management, Business Analysis and Software Architecture. I hold 80+ IT certifications such as : ITIL 4 Master, ITIL 3 Expert ISO 27001 Auditor, ComptIA Security+, GSEC, CEH, ECSA, CISM, CISSP, CISA PGMP, MSP PMP, PMI-ACP, Prince2 Practitioner, Praxis, Scrum Master COBIT 2019 Implementor, COBIT 5 Assessor/Implementer TOGAF certified Lean Specialist, VSM Specialist PMI RMP, ISO 31000 Risk Manager, ISO 22301 Lead Auditor PMI-PBA, CBAP Lean Six Sigma Black Belt, ISO 9001 Implementer Azure Administrator, Azure DevOps Expert, AWS Practitioner And many more....

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